10 citations · 10 across the 4 of their papers we have counts for
4 papers
How Reasoning Shapes Social Bias in LLM-Generated Code?
Weifeng Sun, Jieke Shi, Zhou Yang +4
Large language models (LLMs) are increasingly used for code generation, yet generated programs may exhibit social bias through unfair or differential treatment of sensitive demogra…
Issue Localization via LLM-Driven Iterative Code Graph Searching
Zhonghao Jiang, Xiaoxue Ren, Meng Yan +3
Issue solving aims to generate patches to fix reported issues in real-world code repositories according to issue descriptions. Issue localization forms the basis for accurate issue…
DFEPT: Data Flow Embedding for Enhancing Pre-Trained Model Based Vulnerability Detection
Zhonghao Jiang, Weifeng Sun, Xiaoyan Gu +4
Software vulnerabilities represent one of the most pressing threats to computing systems. Identifying vulnerabilities in source code is crucial for protecting user privacy and redu…
Revisiting and Improving Retrieval-Augmented Deep Assertion Generation
Weifeng Sun, Hongyan Li, Meng Yan +2
Unit testing validates the correctness of the unit under test and has become an essential activity in software development process. A unit test consists of a test prefix that drive…